Automation

2 articles

Best practices for workflow automation, CI/CD pipelines, infrastructure as code, and building robust automated systems at scale.

Automation8 min read

CI/CD Pipeline Best Practices for Modern Teams

Build reliable, fast CI/CD pipelines that your team will love. From testing strategies to deployment patterns, this guide covers it all.

Originsoft Team · Dec 28, 2023

Automation5 min read

From CSV to Reproducible ML Experiments: Building a Clean ML Pipeline with DVC + MLflow on DagsHub

A compact, hiring-manager-friendly ML pipeline that goes from raw CSV to reproducible experiments using DVC stages and MLflow tracking on DagsHub, with metrics and model artifacts logged every run.

Originsoft Team · Nov 16, 2025